Michael N. Mitchell

Interpreting and Visualizing Regression Models Using Stata

• Broschiertes Buch

Produktbeschreibung

This book provides clear and simple examples illustrating how to interpret and visualize a wide variety of regression models. If you ever find yourself wishing for simple and straightforward advice about how to interpret and visualize regression models using Stata, this book is for you.

Produktdetails

• Verlag: Stata Press
• 2 ed
• Seitenzahl: 610
• Erscheinungstermin: 18. Dezember 2020
• Englisch
• Abmessung: 237mm x 191mm x 41mm
• Gewicht: 1276g
• ISBN-13: 9781597183215
• ISBN-10: 1597183210
• Artikelnr.: 60934323

Autorenporträt

Michael N. Mitchell is a senior statistician working in the area of sleep research as well as working on prevention of child maltreatment with the Children's Data Network. He is the author of three other Stata Press books- A Visual Guide to Stata Graphics, Data Management Using Stata, and Stata for the Behavioral Sciences.

Inhaltsangabe

Introduction
Continuous predictors: Linear
Continuous predictors: Polynomials
Continuous predictors: Piecewise models
Continuous by continuous interactions
Continuous by continuous by continuous interactions
Categorical predictors
Categorical by categorical interactions
Categorical by categorical by categorical interactions
Linear by categorical interactions
Polynomial by categorical interactions
Piecewise by categorical interactions
Continuous by continuous by categorical interactions
Continuous by categorical by categorical interactions
Multilevel models
Time as a continuous predictor
Time as a categorical predictor
Nonlinear models
Complex survey data